When is 50% not a coin flip? It occurs when the base rate of occurrence (often referred to as a “prior probability”) differs significantly.
In cybersecurity, we deal with a small number of abnormal and malicious events – compared to a large number of benign ones. As machine learning becomes more prevalent in cybersecurity, understanding prior probabilities is a must.
This video introduces you to the topic.